Another dowel method is to use a dowel substantially larger than the existing hole. Use a drill to drill a hole matching the larger dowel. Then, glue the dowel in the hole.
You do want to put the new screw in the center of the dowel, so I would suggest a pilot hole drilled as close to the center of the dowel as possible.